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To address some of the failure modes in training of physics informed neural networks, a Lagrangian architecture is designed to conform to the direction of travel of information in convection-diffusion equations, i.e., method of characteristic; The repository includes a pytorch implementation of PINN and proposed LPINN with periodic boundary conditions

Finite volume toolbox in Python

Computational Fluid Dynamics Cfd In Python ⭐ 5

Computational Fluid Dynamics in Python

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